PandasAI with Llama3 for Interactive Data Analysis

Welcome to the PandasAI with Llama3 project! This Streamlit-based web application empowers users to perform intuitive data analysis using natural language queries on CSV datasets, leveraging the power of Llama3 and PandasAI.

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Introduction

This project combines the capabilities of the PandasAI library and a local instance of the Llama3 language model to provide seamless, conversational data analysis. With a clean, glassmorphism-inspired UI, users can upload CSV files, ask questions about the data, and receive insightful answers.

Features

• Upload CSV Files: Easily upload your data in CSV format.
• Natural Language Queries: Ask questions about your data and get answers powered by Llama3.
• Error Handling: Robust handling of malicious queries and errors.
• Glassmorphism UI: A visually appealing interface built with Streamlit.
• Detailed Data Insights: View the data preview and basic statistics.

Installation

Prerequisites

• Python 3.9 or higher
• pip package installer

Setup Instructions

1. Clone the Repository

   git clone https://github.com/Pratik-Khose/PandasAI-with-Llama3.git
   cd PandasAI-with-Llama3